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Twitter versus Traditional News Media: Evidence for the Sovereign Bond Markets

Author

Listed:
  • Costas Milas

    (Management School, University of Liverpool, UK; Rimini Centre for Economic Analysis)

  • Theodore Panagiotidis

    (Department of Economics, University of Macedonia, Greece; Rimini Centre for Economic Analysis)

  • Theologos Dergiades

    (Department of International and European Studies, University of Macedonia, Greece; School of Science and Technology, International Hellenic University, Greece)

Abstract

This paper compares news in Twitter with traditional news outlets and then emphasizes their differential impact on Eurozone's sovereign bond market for a homogeneous news topic. We find a two-way information flow between Twitter's “Grexit” tweets and the respective mentions in traditional news outlets. The influence of Twitter on the traditional news is consistently more prolonged, especially in high-activity periods. We also assess the differential impact of the two news sources on sovereign spreads over and above the impact of economic/financial fundamentals, namely measures of default risk, liquidity risk and global financial risk. Our focus is on the borrowing costs of Eurozone's periphery; for comparison reasons, we also consider France as a core Eurozone country. The effect of Twitter on the Greek sovereign spread is positive and of higher magnitude than that of traditional news outlets. Weak contagion effects are recorded primarily for the case of Portugal and Ireland.

Suggested Citation

  • Costas Milas & Theodore Panagiotidis & Theologos Dergiades, 2018. "Twitter versus Traditional News Media: Evidence for the Sovereign Bond Markets," Working Paper series 18-42, Rimini Centre for Economic Analysis.
  • Handle: RePEc:rim:rimwps:18-42
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    References listed on IDEAS

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    1. Cindy K Soo, 2018. "Quantifying Sentiment with News Media across Local Housing Markets," The Review of Financial Studies, Society for Financial Studies, vol. 31(10), pages 3689-3719.
    2. Theologos Dergiades & Costas Milas & Theodore Panagiotidis, 2015. "Tweets, Google trends, and sovereign spreads in the GIIPS," Oxford Economic Papers, Oxford University Press, vol. 67(2), pages 406-432.
    3. Dufour, Jean-Marie & Pelletier, Denis & Renault, Eric, 2006. "Short run and long run causality in time series: inference," Journal of Econometrics, Elsevier, vol. 132(2), pages 337-362, June.
    4. Hasan, Iftekhar & Jackowicz, Krzysztof & Kowalewski, Oskar & Kozłowski, Łukasz, 2013. "Market discipline during crisis: Evidence from bank depositors in transition countries," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5436-5451.
    5. Carlo Altavilla & Marco Pagano & Saverio Simonelli, 2017. "Bank Exposures and Sovereign Stress Transmission," Review of Finance, European Finance Association, vol. 21(6), pages 2103-2139.
    6. Garcia-de-Andoain, Carlos & Kremer, Manfred, 2017. "Beyond spreads: Measuring sovereign market stress in the euro area," Economics Letters, Elsevier, vol. 159(C), pages 153-156.
    7. Nicola Gennaioli & Alberto Martin & Stefano Rossi, 2014. "Sovereign Default, Domestic Banks, and Financial Institutions," Journal of Finance, American Finance Association, vol. 69(2), pages 819-866, April.
    8. Bedendo, Mascia & Colla, Paolo, 2015. "Sovereign and corporate credit risk: Evidence from the Eurozone," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 34-52.
    9. Gennaioli, Nicola & Martin, Alberto & Rossi, Stefano, 2018. "Banks, government Bonds, and Default: What do the data Say?," Journal of Monetary Economics, Elsevier, vol. 98(C), pages 98-113.
    10. Jean-Marie Dufour & Eric Renault, 1998. "Short Run and Long Run Causality in Time Series: Theory," Econometrica, Econometric Society, vol. 66(5), pages 1099-1126, September.
    11. Rui Fan & Oleksandr Talavera & Vu Tran, 2020. "Social media bots and stock markets," European Financial Management, European Financial Management Association, vol. 26(3), pages 753-777, June.
    12. John D Turner & Qing Ye & Clive B Walker, 2018. "Media Coverage and Stock Returns on the London Stock Exchange, 1825–70," Review of Finance, European Finance Association, vol. 22(4), pages 1605-1629.
    13. Azi Ben-Rephael & Zhi Da & Ryan D. Israelsen, 2017. "It Depends on Where You Search: Institutional Investor Attention and Underreaction to News," The Review of Financial Studies, Society for Financial Studies, vol. 30(9), pages 3009-3047.
    14. repec:zbw:bofitp:2013_021 is not listed on IDEAS
    15. Patrick Augustin & Hamid Boustanifar & Johannes Breckenfelder & Jan Schnitzler, 2018. "Sovereign to Corporate Risk Spillovers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(5), pages 857-891, August.
    16. repec:zbw:bofitp:2014_008 is not listed on IDEAS
    17. Kilian, Lutz & Kim, Yun Jung, 2009. "Do Local Projections Solve the Bias Problem in Impulse Response Inference?," CEPR Discussion Papers 7266, C.E.P.R. Discussion Papers.
    18. Wolski, Marcin, 2018. "Sovereign risk and corporate cost of borrowing: Evidence from a counterfactual study," EIB Working Papers 2018/05, European Investment Bank (EIB).
    19. Hailiang Chen & Prabuddha De & Yu (Jeffrey) Hu & Byoung-Hyoun Hwang, 2014. "Wisdom of Crowds: The Value of Stock Opinions Transmitted Through Social Media," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1367-1403.
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    Cited by:

    1. Marcos González-Fernández & Carmen González-Velasco, 2019. "An approach to predict Spanish mortgage market activity using Google data," Economics and Business Letters, Oviedo University Press, vol. 8(4), pages 209-214.
    2. González-Fernández, Marcos & González-Velasco, Carmen, 2020. "A sentiment index to measure sovereign risk using Google data," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 406-418.

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    More about this item

    Keywords

    Grexit; Twitter; Traditional news outlets; Sovereign spreads;
    All these keywords.

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • G01 - Financial Economics - - General - - - Financial Crises
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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